The Role of Government Schools in Creative Education of Students in the State of Kuwait
Bibliographic record
Abstract
This paper focuses on identifying the role of government schools in creative education of students from the point of view of primary school teachers in the State of Kuwait. It also aims at finding the difference in the role of the school in the creative education of students due to the variables of experience, qualification, and specialization. The sample of the study consisted of 265 teachers from the primary government schools selected by random stratified method. A questionnaire was developed and its validity and reliability was verified. The questionnaire consisted of 45 items distributed over 5 themes; the administration, teachers, curriculum, school building, community, and parents. The results of the study showed that the role of schools in the creative education of students from the point of view of primary school teachers in government schools in the State of Kuwait was moderate. The results showed no statistically significant differences at the level (α = 00.05) due to years of experience, qualifications, and specialization in all themes. In the light of the results of the study, several recommendations were made to improve the role of primary school in the creative education of students.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".